Trust, Ethics & Layer 2/5/6 Governance

Your board cannot sign off on an autonomous system whose data lineage or access controls are a black box.

When you hand us your checkpoint weights, fleet disengagement logs, or internal enterprise knowledge base, we treat your intellectual property, our native evaluation specialists, and your security posture as first-order architectural requirements.

01 · Layer 3 Integrity

Fair Pay & Psychological Safety for Native Specialists

You cannot build high-reliability Arabic and Farsi evaluation on underpaid crowdwork. Our dialect linguists, domain reviewers, and red-team operators are compensated above local living-wage and skilled-specialist benchmarks.

Transparent hourly and per-task compensation floors reviewed quarterly against regional skilled-labor rates
Mandatory opt-in, session time caps, and paid decompression breaks for safety and red-teaming workloads
Direct attribution and escalation channels so native specialists can flag ambiguous or culturally flawed rubrics before they skew your test results

02 · Layer 2 Isolation

Zero Training on Your Data Without Written Permission

Your model weights, rollout logs, proprietary sensor calibrations, and field-incident traces remain strictly isolated within your engagement boundary.

We never train, fine-tune, or distill foundation or judge models on your data without explicit written contractual authorization
Per-engagement isolated storage buckets, ephemeral evaluation containers, and verifiable cryptographic deletion upon contract completion
Support for on-premise or client-VPC deployment of our deterministic evaluation harness when your weights cannot leave your cluster

03 · Layer 5 & 6 Controls

Formal Policy Coherence & Uninflated Security Posture

We state exactly which technical controls protect your engagements today and validate that your safety guardrails do not break your own defensive operations.

Subject-aware guardrail verification: we test that your Layer 5 refusal classifiers bind Subject, Verb, and Object ({S, V, O}) via process mediation so they never lock out your own incident responders
Zero unsafe deserialization: our simulator and rollout importers (such as AlpaSim .asl) parse length-prefixed protobufs and refuse to unpickle untrusted payloads
Uninflated audit status: third-party SOC 2 Type II / ISO 27001 certification badges are gated behind PUBLIC_SHOW_PROOF_PLACEHOLDERS=false until formal audit letters are issued

A Priori Coherence Checking & Dual-Use Boundaries

When your organization runs classification guardrails alongside operational business policies, unvalidated policy intersections create blind spots and operational deadlocks. We run formal consistency checks to surface counterexamples before you ship—without ever conducting offensive cyber operations or generating actionable harm material.